The small, leather-bound journal was heavier than it looked. Maria sat on the park bench, the autumn leaves swirling around her feet. The list, penned in her aunt’s delicate script, felt like a secret weapon, or maybe a curse.

*Travel through Tuscany.* Maria’s breath caught. She’d always imagined her aunt content in her own garden, not dreaming of exotic locales. Her heart beat with a strange, uneven rhythm.

*Write a poem.* She closed her eyes, trying to picture it. The idea seemed impossible, a fairy tale. Her head swam.

*Find love again.* She flinched, as if slapped. The wind picked up, rustling the leaves, and the park felt suddenly cold.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234